AI Agent

PAME-AI: Patient Messaging Creation and Optimization using Agentic AI

Junjie Luo, Yihong Guo, Anqi Liu, Ritu Agarwal, Gordon Gao

机构 * Johns Hopkins School of Medicine（约翰霍普金斯医学院） ； Johns Hopkins University（约翰霍普金斯大学） ； Johns Hopkins University, CDHAI（约翰霍普金斯大学，CDHAI） 纠错

专题命中 多智能体 ：agentic(title,abstract)；分类 cs.AI、cs.CL

Towards Human Engagement with Realistic AI Combat Pilots

Ardian Selmonaj, Giacomo Del Rio, Adrian Schneider, Alessandro Antonucci

机构 * Istituto Dalle Molle di Studi sull’Intelligenza Artificiale（日内瓦智能研究 institute） ； Armasuisse Science+Technology（阿姆斯瓦尔科学与技术） 纠错

专题命中 多智能体 ：agent(abstract,comments)；multi-agent(abstract)；分类 cs.AI、cs.LG

Comments 13th International Conference on Human-Agent Interaction (HAI) 2025

MAPPO for Edge Server Monitoring

Samuel Chamoun, Christian McDowell, Robin Buchanan, Kevin Chan, Eric Graves, Yin Sun

专题命中 多智能体 ：agent(abstract)；multi-agent(abstract)

Comments 6 pages, 4 figures. Accepted to IEEE MILCOM 2025

Intent-based Radio Scheduler for RAN Slicing: Learning to deal with different network scenarios

Cleverson Nahum, Salvatore D'Oro, Pedro Batista, Cristiano Both, Kleber Cardoso, Aldebaro Klautau, Tommaso Melodia

专题命中 多智能体 ：agent(abstract)；multi-agent(abstract)

A Decentralized Pilot Assignment Algorithm for Scalable O-RAN Cell-Free Massive MIMO

Myeung Suk Oh, Anindya Bijoy Das, Seyyedali Hosseinalipour, Taejoon Kim, David J. Love, Christopher G. Brinton

专题命中 多智能体 ：agent(abstract)；multi-agent(abstract)

Comments The journal version of this paper has been published in IEEE Journal on Selected Areas in Communications

Journal ref IEEE Journal on Selected Areas in Communications, vol. 42, no. 2, pp. 373-388, 2024

Enabling Rapid Shared Human-AI Mental Model Alignment via the After-Action Review

Edward Gu, Ho Chit Siu, Melanie Platt, Isabelle Hurley, Jaime Peña, Rohan Paleja

专题命中 多智能体 ：AI agent(abstract)；分类 cs.AI；agent(comments)；multi-agent(comments)

Comments Accepted to the Cooperative Multi-Agent Systems Decision-making and Learning:Human-Multi-Agent Cognitive Fusion Workshop at AAAI 2025

Enhancing Connectivity for Emergency Vehicles Through UAV Trajectory and Resource Allocation Optimization

S. Fatemeh Bozorgi, S. Mohammad Razavizadeh, Mohsen Rezaee

专题命中 多智能体 ：planning(abstract)

Comments This is the author's accepted manuscript. The final version of record is published in Physical Communication, DOI: https://doi.org/10.1016/j.phycom.2025.102826

CreAgentive: An Agent Workflow Driven Multi-Category Creative Generation Engine

Yuyang Cheng, Linyue Cai, Changwei Peng, Yumiao Xu, Rongfang Bie, Yong Zhao

机构 * Sichuan University（四川大学） ； Beijing Normal University（北京师范大学） 纠错

专题命中 工作流自动化 ：agent(title,abstract)；workflow(title,abstract)；multi-agent(abstract)；分类 cs.CL

GraphSearch: An Agentic Deep Searching Workflow for Graph Retrieval-Augmented Generation

Cehao Yang, Xiaojun Wu, Xueyuan Lin, Chengjin Xu, Xuhui Jiang, Yuanliang Sun, Jia Li, Hui Xiong, Jian Guo

机构 * IDEA Research, International Digital Economy Academy（IDEA研究机构、国际数字经济学院） ； Hong Kong University of Science and Technology (Guangzhou)（香港科学与技术大学（广州）） ； DataArc Tech Ltd.（DataArc科技有限公司） ； Hithink RoyalFlush Information Network Co., Ltd（Hithink皇家Flush信息网络有限公司） 纠错

专题命中 工作流自动化 ：workflow(title,abstract)；agentic(title,abstract)；分类 cs.CL

Hybrid Reward Normalization for Process-supervised Non-verifiable Agentic Tasks

Peiran Xu, Zhuohao Li, Xiaoying Xing, Guannan Zhang, Debiao Li, Kunyu Shi

机构 * Accio Team, Alibaba Group（阿里集团阿西莫团队） ； University of California, Los Angeles (UCLA)（加州大学洛杉矶分校） 纠错

专题命中 工作流自动化 ：agentic(title,abstract)；分类 cs.AI、cs.LG

Steering an Active Learning Workflow Towards Novel Materials Discovery via Queue Prioritization

Marcus Schwarting, Logan Ward, Nathaniel Hudson, Xiaoli Yan, Ben Blaiszik, Santanu Chaudhuri, Eliu Huerta, Ian Foster

机构 * 1 Department of Computer Science, University of Chicago ； 2 Data Science \& Learning Division, Argonne National Laboratory ； 3 Department of Civil, Materials ； Environmental Engineering, University of Illinois at Chicago 纠错

专题命中 工作流自动化 ：workflow(title,abstract)；分类 cs.AI、cs.LG

$Agent^2$: An Agent-Generates-Agent Framework for Reinforcement Learning Automation

Yuan Wei, Xiaohan Shan, Ran Miao, Jianmin Li

机构 * Qiyuan Lab（启元实验室） 纠错

专题命中 工作流自动化 ：agent(title,abstract)；分类 cs.AI、cs.LG

Comments 19 pages, 5 figures,4 Tables

Promisedland: An XR Narrative Attraction Integrating Diorama-to-Virtual Workflow and Elemental Storytelling

Xianghan Wang, Chingshuan Hsiao, Shimei Qiu

专题命中 工作流自动化 ：workflow(title,abstract)

Comments Accepted to the Proceedings of the 2025 11th International Conference on Virtual Reality (ICVR 2025). ISBN: 979-8-3503-9272-2. \c{opyright} 2025 IEEE. This is the author-accepted manuscript. The final version will be available via IEEE Xplore

Reevaluating Convolutional Neural Networks for Spectral Analysis: A Focus on Raman Spectroscopy

Deniz Soysal, Xabier García-Andrade, Laura E. Rodriguez, Pablo Sobron, Laura M. Barge, Renaud Detry

机构 * Lunar \& Planetary Institute, Universities Space Research Association, 3600 Bay Area Boulevard, Houston, TX 77058, USA ； Jet Propulsion Laboratory, California Institute of Technology, 4800 Oak Grove Drive, La Cañada Flintridge, CA 91011, USA ； KU Leuven, Dept.\ Electrical Engineering, Research Unit Processing Speech 纠错

专题命中 工作流自动化 ：workflow(abstract)；分类 cs.LG

Journal ref ACS Earth and Space Chemistry, 2025, ASAP

Automated Model Discovery via Multi-modal & Multi-step Pipeline

Lee Jung-Mok, Nam Hyeon-Woo, Moon Ye-Bin, Junhyun Nam, Tae-Hyun Oh

机构 * Dept. of Electrical Engineering, POSTECH（POSTECH电子工程系） ； Samsung Electronics（三星电子） ； School of Computing, KAIST（KAIST计算机科学学院） 纠错

专题命中 工作流自动化 ：agentic(abstract)；分类 cs.AI

Autoproof: Automated Segmentation Proofreading for Connectomics

Gary B Huang, William M Katz, Stuart Berg, Louis Scheffer

机构 * Janelia Research Campus（贾能实验室研究园区） ； Howard Hughes Medical Institute（霍华德·休斯医学研究院） 纠错

专题命中 工作流自动化 ：workflow(abstract)

Fingerprinting Organic Molecules for the Inverse Design of Two-Dimensional Hybrid Perovskites with Target Energetics

Yongxin Lyu, Yifan Zhou, Yu Zhang, Yang Yang, Bosen Zou, Qiang Weng, Tong Xie, Claudio Cazorla, Jianhua Hao, Jun Yin, Tom Wu

专题命中 工作流自动化 ：workflow(abstract)

A Survey on Code Generation with LLM-based Agents

Yihong Dong, Xue Jiang, Jiaru Qian, Tian Wang, Kechi Zhang, Zhi Jin, Ge Li

机构 * School of Computer Science, Peking University（计算机科学学院，北京大学） 纠错

专题命中 软件智能体 ：agent(abstract)；workflow(abstract)；multi-agent(abstract)；分类 cs.AI、cs.CL、cs.LG

Comments Work in progress (V2)

RANGER -- Repository-Level Agent for Graph-Enhanced Retrieval

Pratik Shah, Rajat Ghosh, Aryan Singhal, Debojyoti Dutta

机构 * Georgia Institute of Technology（佐治亚理工学院） ； Nutanix（Nutanix公司） 纠错

专题命中 软件智能体 ：agent(title,abstract)；分类 cs.LG、cs.SE

Comments 24 pages, 4 figures

Devstral: Fine-tuning Language Models for Coding Agent Applications

Abhinav Rastogi, Adam Yang, Albert Q. Jiang, Alexander H. Liu, Alexandre Sablayrolles, Amélie Héliou, Amélie Martin, Anmol Agarwal, Andy Ehrenberg, Andy Lo, Antoine Roux, Arthur Darcet, Arthur Mensch, Baptiste Bout, Baptiste Rozière, Baudouin De Monicault, Chris Bamford, Christian Wallenwein, Christophe Renaudin, Clémence Lanfranchi, Clément Denoix, Corentin Barreau, Darius Dabert Devon Mizelle, Diego de las Casas, Elliot Chane-Sane, Emilien Fugier, Emma Bou Hanna, Gabrielle Berrada, Gauthier Delerce, Gauthier Guinet, Georgii Novikov, Graham Neubig, Guillaume Lample, Guillaume Martin, Himanshu Jaju, Jan Ludziejewski, Jason Rute, Jean-Malo Delignon, JeanHadrien Chabran, Joachim Studnia, Joep Barmentlo, Jonas Amar, Josselin Somerville Roberts, Julien Denize, Karan Saxena, Karmesh Yadav, Kartik Khandelwal, Khyathi Raghavi Chandu, Kush Jain, Lélio Renard Lavaud, Léonard Blier, Lingxiao Zhao, Louis Martin, Lucile Saulnier, Luyu Gao, Marie Pellat, Mathilde Guillaumin, Mathis Felardos, Matthieu Dinot, Maxime Darrin, Maximilian Augustin, Mickaël Seznec, Neha Gupta, Nikhil Raghuraman, Olivier Duchenne, Patricia Wang, Patrick von Platen, Patryk Saffer, Paul Jacob, Paul Wambergue, Paula Kurylowicz, Philomène Chagniot, Pierre Stock, Pravesh Agrawal, Rémi Delacourt, Roman Soletskyi, Romain Sauvestre, Sagar Vaze, Sanchit Gandhi, Sandeep Subramanian, Shashwat Dalal, Siddharth Gandhi, Soham Ghosh, Srijan Mishra, Sumukh Aithal, Szymon Antoniak, Teven Le Scao, Thibaut Lavril, Thibault Schueller, Thomas Foubert, Thomas Robert, Thomas Wang, Timothée Lacroix, Tom Bewley, Valeriia Nemychnikova, Victor Paltz, Virgile Richard, Wen-Ding Li, William Marshall, Xingyao Wang, Xuanyu Zhang, Yihan Wan, Yunhao Tang

机构 * Mistral AI 纠错

专题命中 软件智能体 ：agent(title)；agentic(abstract)；分类 cs.AI、cs.SE

Agent-based code generation for the Gammapy framework

Dmitriy Kostunin, Vladimir Sotnikov, Sergo Golovachev, Abhay Mehta, Tim Lukas Holch, Elisa Jones

专题命中 软件智能体 ：agent(title,abstract)；分类 cs.SE

Comments ICRC2025 proceedings PoS(ICRC2025)753

90% Faster, 100% Code-Free: MLLM-Driven Zero-Code 3D Game Development

Runxin Yang, Yuxuan Wan, Shuqing Li, Michael R. Lyu

机构 * The Chinese University of Hong Kong（香港中文大学） 纠错

专题命中 软件智能体 ：agent(abstract)；planning(abstract)；multi-agent(abstract)；分类 cs.AI、cs.SE

Where LLM Agents Fail and How They can Learn From Failures

Kunlun Zhu, Zijia Liu, Bingxuan Li, Muxin Tian, Yingxuan Yang, Jiaxun Zhang, Pengrui Han, Qipeng Xie, Fuyang Cui, Weijia Zhang, Xiaoteng Ma, Xiaodong Yu, Gowtham Ramesh, Jialian Wu, Zicheng Liu, Pan Lu, James Zou, Jiaxuan You

专题命中 软件智能体 ：agent(abstract)；tool-use(abstract)；planning(abstract)；分类 cs.AI

Automated Code Development for PDE Solvers Using Large Language Models

Haoyang Wu, Xinxin Zhang, Lailai Zhu

专题命中 软件智能体 ：agent(abstract)；multi-agent(abstract)；分类 cs.SE

Red Teaming Program Repair Agents: When Correct Patches can Hide Vulnerabilities

Simin Chen, Yixin He, Suman Jana, Baishakhi Ray

专题命中 软件智能体 ：agent(abstract)；分类 cs.SE

Ferret-UI Lite: Lessons from Building Small On-Device GUI Agents

Zhen Yang, Zi-Yi Dou, Di Feng, Forrest Huang, Anh Nguyen, Keen You, Omar Attia, Yuhao Yang, Michael Feng, Haotian Zhang, Ram Ramrakhya, Chao Jia, Jeffrey Nichols, Alexander Toshev, Yinfei Yang, Zhe Gan

机构 * Apple（苹果公司） 纠错

专题命中 GUI与网页智能体 ：agent(abstract)；autonomous agent(abstract)；tool-use(abstract)；分类 cs.CL、cs.LG

Kinodynamic Motion Planning for Mobile Robot Navigation across Inconsistent World Models

Eric R. Damm, Thomas M. Howard

机构 * Robotics and Artificial Intelligence Laboratory, Hajim School of Engineering and Applied Sciences, University of Rochester（机器人与人工智能实验室，海吉姆工程与应用科学学院，罗切斯特大学） 纠错

专题命中 GUI与网页智能体 ：planning(title,abstract)

Comments Presented at the Robotics: Science and Systems (RSS) 2025 Workshop on Resilient Off-road Autonomous Robotics (ROAR)

Flash-Searcher: Fast and Effective Web Agents via DAG-Based Parallel Execution

Tianrui Qin, Qianben Chen, Sinuo Wang, He Xing, King Zhu, He Zhu, Dingfeng Shi, Xinxin Liu, Ge Zhang, Jiaheng Liu, Yuchen Eleanor Jiang, Xitong Gao, Wangchunshu Zhou

专题命中 GUI与网页智能体 ：agent(abstract)；workflow(abstract)；分类 cs.AI、cs.CL

Landmark-Guided Knowledge for Vision-and-Language Navigation

Dongsheng Yang, Meiling Zhu, Yinfeng Yu

机构 * School of Computer Science and Technology, Xinjiang University, Urumqi, China（计算机科学与技术学院，新疆大学，乌鲁木齐，中国） ； No. 59 Middle School of Urumqi, Urumqi, China（乌鲁木齐第五十九中学，乌鲁木齐，中国） 纠错

专题命中 GUI与网页智能体 ：agent(abstract)；分类 cs.AI

Comments Accepted for publication by International Conference on Intelligent Computing 2025

UI-UG: A Unified MLLM for UI Understanding and Generation

Hao Yang, Weijie Qiu, Ru Zhang, Zhou Fang, Ruichao Mao, Xiaoyu Lin, Maji Huang, Zhaosong Huang, Teng Guo, Shuoyang Liu, Hai Rao

专题命中 GUI与网页智能体 ：workflow(abstract)；分类 cs.AI